/ Industries

Deployed across every vertical that matters.

Our systems adapt to the language, tooling, and compliance surface of your industry.

Healthcare

Patient intake, prior-auth, and clinical documentation agents with HIPAA-grade controls.

Manufacturing

Supply-chain copilots, quality inspection AI, and shop-floor workflow platforms.

SaaS

Lifecycle automation, PLG telemetry, and RevOps rebuilds for scaling ARR.

Education

Enrolment agents, tutoring copilots, and admin platforms for K-12 and higher-ed.

Logistics

Dispatch, exception handling, and back-office automation across freight and last-mile.

Construction

Bid intake, submittal tracking, and site-ops apps for GCs and specialty trades.

Finance

Document intelligence, KYC/AML copilots, and wealth-management portals.

Real Estate

Lead qualification agents, tenant portals, and brokerage operating systems.

Agencies

Client portals, delivery automation, and AI leverage for services businesses.

Professional Services

Time capture, matter management, and knowledge agents for law and consulting.

Not on this list?

Our systems are horizontal by design. If it runs on data, deals, or documents, we can automate it.

/ Deep dives

What we actually build, vertical by vertical.

Every industry has a different bottleneck. Below is the pattern we most often deploy first, the problems it removes, and the result our clients measure.

Healthcare & Life Sciences

HIPAA-aligned
  • Prior-auth backlogs measured in days
  • Clinical documentation burden driving burnout
  • No-show rates eroding clinic capacity

Intake and eligibility agents wired to the EHR, ambient documentation with clinician review, and automated prior-auth packet assembly with payer-specific rules.

62% faster prior-auth turnaround

Financial Services

Audit-ready
  • Manual KYC/AML review queues
  • Unstructured statements and contracts
  • Advisor time lost to reporting

Document intelligence with confidence scoring and human-in-the-loop review, KYC copilots that assemble evidence packets, and client portals with automated reporting.

4.3× analyst throughput

Manufacturing & Supply Chain

Shop-floor ready
  • Exception handling buried in email
  • Supplier data scattered across ERP and spreadsheets
  • Quality issues found too late

Supply-chain copilots over ERP data, exception-routing agents with escalation policies, and vision-assisted quality logging with traceability.

38% fewer expedite events

Logistics & Freight

24/7 operations
  • Check calls and status chasing
  • Detention and demurrage leakage
  • Manual rate quoting

Voice and email agents handling check calls, exception dashboards with proactive alerts, and quoting agents grounded in your lane history.

9 min → 45s per exception

SaaS & Technology

Revenue-linked
  • Support cost scaling with ARR
  • Fragmented lifecycle data
  • Forecast built on vibes

Deflection agents grounded in docs and tickets, unified lifecycle data model, and forecast intelligence tied to product telemetry.

71% tier-1 deflection

Professional Services & Agencies

Margin recovery
  • Unbilled time and scope creep
  • Knowledge trapped in individuals
  • Client reporting eating delivery hours

Time-capture copilots, matter and project knowledge agents, and client portals that generate status reporting automatically.

11 hrs/week returned per consultant
/ The common shape

Different industries, one architecture.

A freight exception and a prior-auth request are the same problem wearing different clothes. We build the shape once and specialise the edges.

— 01

Intake

Whatever arrives — form, email, call, PDF, EDI — is normalised into a structured record with validation and routing.

— 02

Decisioning

Business rules plus reasoning decide the next action, with confidence thresholds tuned per case type.

— 03

Execution

Typed tools write back to your systems of record: EHR, ERP, CRM, TMS, ticketing, billing.

— 04

Oversight

Dashboards, exception queues, and evaluation runs keep humans in control of the outcomes that matter.

/ Compliance

Built for the regulated end of the market.

Compliance posture is scoped in week one — not retrofitted after security review blocks the launch.

Data residency

Deploy in your cloud, your region. We support isolated tenants for regulated workloads.

Access control

Role-scoped tool permissions so an agent can only touch the records its function requires.

Audit trail

Every retrieval, decision, and write is traced with inputs, outputs, model, and cost.

Redaction & retention

PII stripped at ingestion with configurable retention windows and hard-delete guarantees.

Human-in-the-loop

Risk-tiered approvals: autonomous for low-risk intents, reviewed for anything consequential.

No training on your data

Your content powers retrieval and evaluation only — never third-party model training.

Map your vertical in 30 minutes.

Bring one painful workflow. We'll show you the architecture, the compliance path, and a realistic timeline. See the case studies or explore AI agents first.

Book consultancy →