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Services & solutions

Fixed-scope AI pilots with written acceptance criteria and measurable monthly reporting.

Every engagement has a price, a timeline, and a written acceptance bar before any code is written. After the pilot ships, monthly Impact Reports give you the numbers to show a partner, a CFO, or a board.

Every agentic workflow ships with audit trails, prompt versioning, cost budgets, and loop guards — governance controls that regulated buyers need before sign-off, not bolted on after.

Start here

AI Readiness Assessment

The safest first step before committing to a pilot.

10 business days. Scorecard across data, workflows, risk, and team readiness. A prioritized opportunity register with ROI estimates. A 1–6 month roadmap you own and can act on with or without us. Everything a pilot needs to be scoped correctly.

  • Readiness scorecard across 7 dimensions
  • Opportunity register with ROI estimates
  • 1–6 month roadmap, yours to keep
  • No pressure to continue — fixed scope, fixed price

Fixed price

$5,000

10 business days

Apply for an assessment →Book a call first
Document Intelligence

Document Intelligence Pilot

Turn policies, SOPs, support docs, project knowledge, and client corpora into queryable, cited assistants.

Ingests PDFs, markdown, and structured documents; retrieves context with sensitivity-aware filters; and generates grounded answers with full citations. Deployable as an internal knowledge assistant or a client-facing co-pilot.

Capabilities

  • Chunked ingestion with metadata tagging
  • Embedding-backed retrieval with managed or self-hosted vector store
  • Source citations with sensitivity labels
  • Prompt guardrails and injection checks
  • Conversation memory across turns
  • Evaluation with golden datasets and quality gates

Deliverables

  • Configured knowledge base and ingestion pipeline
  • Acceptance: faithfulness ≥ 0.90, hallucination < 2% on the engagement's golden eval set
  • Deployment documentation and handoff materials
  • Deployment as Docker or Kubernetes chart

From

$25,000

Time to value

4 weeks

Fixed-scope implementation + optional retainer

Scope a Document Intelligence pilot
Workflow Automation

Workflow Automation Pilot

Automate multi-step business processes with approval gates, retries, and full audit trails.

Orchestrates email sends, CRM updates, calendar actions, and document routing through a state-machine engine. High-risk steps require human approval before execution. Every action is audited and retryable.

Capabilities

  • Multi-step state machine with approval pauses
  • Integrations with email, CRM, calendar, and storage
  • Idempotent execution with error handling
  • Per-step audit events and trace correlation
  • Sandbox mode for safe testing before deployment
  • Configurable retry and escalation policies

Deliverables

  • At least one end-to-end workflow live in production
  • Approval and escalation playbook
  • Monitoring dashboard for workflow health
  • Acceptance: task completion rate ≥ 95% on the engagement's regression set

From

$35,000

Time to value

6 weeks

Fixed-scope per workflow + retainer for iteration

Scope a Workflow Automation pilot
Voice Intake

Voice Intake Pilot

Structured intake from inbound calls — transcripts, extracted fields, and auto-created tickets with human review.

An inbound voice agent that takes a caller's request, transcribes the conversation, extracts structured fields (intent, sentiment, ticket type), invokes lookup tools, and creates a ticket in your helpdesk. Sensitive responses route to human review before any outbound reply. Per-call eval coverage on transcript accuracy and field extraction.

Capabilities

  • Real-time STT with provider abstraction (Deepgram / Whisper / equivalent)
  • Structured intake schema with typed field extraction
  • Sentiment + urgency classification with escalation routing
  • Tool calls (CRM lookup, order status, knowledge-base retrieval)
  • Auto-ticket creation in Zendesk or your existing helpdesk
  • PHI / PII redaction before logging (healthcare profile)

Deliverables

  • Inbound voice agent live with one structured intake schema
  • Acceptance: transcript accuracy ≥ 0.90 on the engagement's golden call set
  • Acceptance: field-extraction accuracy ≥ 0.85 on the same set
  • Per-call cost dashboard
  • Operator playbook for the review queue

From

$20,000

Time to value

4 weeks

Fixed-scope pilot + retainer for tuning

Scope a Voice Intake pilot
Support Automation

Support Automation Pilot

Assist tier-1 support with safe escalation, KB retrieval, client portal sessions, and measurable containment.

Helps operators handle inbound support queries using knowledge base retrieval, classifies escalations by urgency and sentiment, and creates tickets in your helpdesk. Includes a client-facing support portal for status, replies, and follow-up confirmation. Every unsupported query reaches a human — nothing is silently dropped.

Capabilities

  • KB retrieval with citation-backed answers
  • Sentiment and urgency classification
  • Escalation to human agents with full context
  • Client-facing support portal with secure session access
  • Zendesk and external ticket creation
  • Transcript redaction for sensitive-data environments
  • Containment rate and CSAT metrics

Deliverables

  • Acceptance: containment rate ≥ 60% on the engagement's golden eval set
  • Acceptance: escalation accuracy ≥ 90% on the same set
  • Client-facing support session access and follow-up visibility
  • QA sampling process and quality dashboard
  • Channel integration guide

From

$30,000

Time to value

5 weeks

Fixed-scope pilot + retainer for ongoing operation

Scope a Support Automation pilot
Decision Support

Decision Support Pilot

Generate executive briefings, engagement reports, and sourced recommendations on demand.

Combines structured data access with retrieval to produce source-backed recommendations, weekly delivery reports, and executive summaries. Every recommendation is traceable to the data it came from.

Capabilities

  • Report generation from structured and document sources
  • Source attribution on every recommendation
  • Customizable report templates
  • Review-before-delivery workflow
  • Archival with secure retrieval
  • Reproducibility and consistency evaluation

Deliverables

  • Weekly or monthly report template in production
  • Acceptance: source-attribution coverage ≥ 95% on the golden report set
  • Reviewer approval workflow
  • Acceptance: report generation < 60 seconds p95

From

$30,000

Time to value

5 weeks

Fixed-scope setup + per-report or retainer billing

Scope a Decision Support pilot
Agentic AI — Multi-Agent Orchestration

Multi-Agent Workflow Pilot

Decompose complex objectives into planner-led steps, specialized sub-agents, and tool calls with budgets, checkpoints, and loop avoidance.

Uses supervisor patterns over specialized sub-agents and approved external tools so long-running work stays bounded: explicit plans, structured outputs on decision points, end-to-end traceability, and cost attributed per client, project, and agent. Suited when a single RAG pipeline or workflow is not enough — but still governed by the same evaluation gates and production-readiness path as other offers.

Capabilities

  • Supervisor / worker graphs with pause, resume, and human handoff
  • Tool allow-lists and approval gates on any side-effecting action
  • Token and cost budgets per task with spike alerts
  • Loop detection and max-iteration guards
  • Shared state with typed schemas at every agent boundary
  • Golden-path evals for end-to-end task completion

Deliverables

  • At least one production orchestration pattern with runbook
  • Acceptance: end-to-end task-completion threshold (set per engagement) with regression evals in CI
  • Cost and latency dashboard for the agent system
  • Handoff checklist and operator playbook for approvals

From

$60,000

Time to value

8 weeks

Fixed-scope multi-agent pilot + retainer for tuning

Scope a Multi-Agent pilot

Solution kits

The repeatable offers the firm can sell and deliver

Kits summarize how work is packaged; the service lines above spell out capabilities, deliverables, and commercial shape in full.

Jump to first service line →

Document Intelligence

Turn policies, SOPs, contracts, support histories, and client knowledge bases into cited assistants with evaluation gates.

Faster lookupCited answersReusable ingestion pipeline

Workflow Automation

Orchestrate CRM updates, emails, calendar actions, approvals, and retries through auditable business workflows.

Approval gatesRetryable stepsIntegration-ready handoff

Support Automation

Help operators contain routine support questions, classify escalation risk, preserve transcript context, and keep humans in the loop.

Measured containmentEscalation visibilityClient support portal

Decision Support

Generate source-backed reports, executive briefs, QBR inputs, and monthly Impact Reports from structured and document data.

Traceable recommendationsReview workflowImpact reporting

Multi-Agent Orchestration

Supervisor-led agent graphs for objectives that need planning, multiple tools, and sub-agents - with the same packaging, evals, and deployment profiles as other service lines.

Bounded autonomyApproval gatesEnd-to-end completion acceptance bar

Ops Retainers

Keep the shipped pilot operating

After a pilot ships, an ops retainer keeps the system meeting its acceptance bar — handles drift, rotates evals, runs the monthly Impact Report, and absorbs small change requests without re-scoping. Three tiers so the retainer matches the workload, not the contract size.

Small

$5,000 / mo

Light advisory, monitoring, and a monthly Impact Report. Right-sized for a single live workflow under steady load.

Best for: Single pilot in production, predictable volume.

Mid

$10,000 / mo

SLA-tier support, prompt + eval tuning, and quarterly business-review materials. Covers multiple workflows or higher-stakes adoption.

Best for: 2–4 workflows live; needs faster response than ticket cadence.

Large

$20,000 / mo

Priority response, multiple workflows, regulated or higher-stakes support with a named on-call engineer.

Best for: Healthcare / financial profile; mission-critical workflows.

Retainers run monthly with 30-day notice. Tier upgrades / downgrades take effect on the next billing cycle. Single-tenant onboarding, healthcare / financial controls, and named on-call escalation are scoped per engagement.

Industry profiles

Controls are selected per engagement

Profiles keep the platform broad by default while still supporting stricter delivery contexts. Pick the smallest profile that satisfies the client, data, and contract requirements.

Next step

Choose an assessment, demo, or sales conversation

Kits describe how work is packaged; engagements still start with fit, scope, and measurable acceptance criteria.

Client support portal

As our client you get full visibility into your support sessions

Every support engagement includes a secure, token-based portal where you can check status, read responses, send follow-up messages, and confirm resolution - all within a controlled, auditable session boundary.

Engagement model

  • Every engagement starts with a paid AI readiness assessment and scored opportunity map.
  • Implementation follows a fixed-scope model with clear milestones and written acceptance criteria.
  • Assessment findings that don’t fit a pilot as shipped - a specific integration, a domain rubric, an extra data source - are delivered as a named fixed-price addendum on the pilot’s SOW, under the same eval acceptance contract. Repeat addenda become new productized offers.
  • Ongoing support is available via retainer with defined response times and escalation paths.

Not sure where to start?

Every engagement begins with a paid AI readiness assessment - a scored opportunity map, risk register, and recommended roadmap that converts directly into a fixed-scope implementation.

Request an assessment
Services & Solutions | Autraai