01
Durable workflows
Temporal / Inngest, resumable after restart, idempotent.
Agentic AI Solutions
Autonomous Workflow AgentsWorkflow agents that close tickets.
Long-running workflow agents that close tickets, run reconciliations, execute multi-step ops — durable across hours and days, resumable after restarts, with approval gates for risky actions.
11d → 3.2d
Resolution
92%
Auto-decision
100%
Audit trail
−71%
Cycle time
Autonomous Workflow Agents is part of Abstriq's agentic ai solutions practice — one of four verticals run by our senior team in Noida, India. Production-grade AI agents — assistant copilots, multi-agent orchestrations, vertical workflows, and tool-using systems wired into your stack. We build autonomous workflow agents systems that are production-ready from day one: observable, tested, and documented, with a named senior architect on the engagement and four weeks of hyper-care after go-live. Our work spans India and global clients in the US, UK, UAE, and Singapore. Talk to a senior architect to scope your build in 48 hours.
Trusted by enterprises
Aaj Tak◆
Times of India◆
BJP◆
Beyond Reach Premiere League◆
Red Fm◆
Wellness Fuel◆
Junior Cricket Championship◆
ON Energy◆
ORYZO AI◆
Nursing Sarathi◆
Baatshala Ai◆
The Traffic People◆
Aaj Tak◆
Times of India◆
BJP◆
Beyond Reach Premiere League◆
Red Fm◆
Wellness Fuel◆
Junior Cricket Championship◆
ON Energy◆
ORYZO AI◆
Nursing Sarathi◆
Baatshala Ai◆
The Traffic People◆
Aaj Tak◆
Times of India◆
BJP◆
Beyond Reach Premiere League◆
Red Fm◆
Wellness Fuel◆
Junior Cricket Championship◆
ON Energy◆
ORYZO AI◆
Nursing Sarathi◆
Baatshala Ai◆
The Traffic People◆
Service overview
Engineering autonomous workflow agents
Long-running workflow agents backed by Temporal / Inngest for durability, resumability, and human-in-the-loop approvals. Reconciliation, ops tickets, claims adjudication, intake triage — multi-step workflows that survive hours and days, not minutes.
We engineer for the realities: retries, idempotency, audit trail, approval gates, kill switches.
Practice signalsSenior-ledWeekly demosCode review on every PRProduction on-call
01
11d → 3.2d
Resolution
Insurance claims
02
92%
Auto-decision
Top agent
03
100%
Audit trail
Every step logged
04
−71%
Cycle time
Top enterprise
Business challenges we solve
What keeps teams shipping autonomous workflow agents.
Tickets that take 5 days to close because of human queue
Reconciliation runbooks living in tribal knowledge
Multi-step workflows that don't survive restarts
AI agents without approval gates making risky moves
No replay — same bug, different shift
Cost spikes from uncontrolled LLM loops
Why choose this service
Three senior-led practice lines.
Outcome-anchored, owned by a practice lead with clear accountability, weekly demos, and the kind of code review culture you'd build internally if you had a year.
02
Approval gates
Human-in-the-loop for risky actions, audit trail.
03
Replay tooling
Step-level replays of any historical workflow.
Key features
What ships, by default in every engagement.
F·01
Durable engine
Temporal / Inngest / Restate for hours / days survival.
F·02
Approval gates
Human-in-the-loop confirmations for risky moves.
F·03
Tool surface
DB / CRM / ticket / email — typed, OAuth-scoped.
F·04
Replay tooling
Step-level replays with model output capture.
F·05
Eval harness
Multi-step eval, regression gated in CI.
F·06
Cost controls
Per-workflow budgets, model fallback, kill switch.
Benefits & business outcomes
Numbers senior clients measure.
Resolution time
Top agent
11d → 3.2d
Outcome · 01
Auto-decision
Top tier
92%
Outcome · 02
Audit trail
Every step logged
100%
Outcome · 03
Development process
Senior squads. Tight loops. Code every day.
01
Week 1Workflow triage
Map workflows to ROI, feasibility, risk.
02
Week 2Agent design
Tool surface, prompts, guardrails, eval suite.
03
Week 3–8Build + shadow
Shadow vs human, weekly demos, weekly eval.
04
OngoingOperate
Per-agent ROI, replay, monthly tuning.
Technologies we use
The stack we ship in production.
Layer · 01
Durable
TemporalInngest
Restate
AWS Step Functions
Layer · 02
LLM
ClaudeOpenAI
BedrockLayer · 03
Eval & Trace
LangGraphLangfuse
Helicone
Industries we serve
Verticals where we've shipped, not where we dabble.
V·01
Insurance
Claims adjudication
Signal11d → 3.2d Resolution
V·02
Finance
Reconciliation, dispute
Signal92% Auto-decision
V·03
Operations
Vendor ops, supply chain
Signal100% Audit trail
V·04
Healthcare
Prior auth, intake
Signal−71% Cycle time
V·05
Legal
Document review, drafting
Signal11d → 3.2d Resolution
V·06
Customer ops
Tier-2 ticket workflows
Signal92% Auto-decision
Why Abstriq
Built for teams who ship fast in production.
We're not a body shop or a freelance marketplace. We run a senior-heavy engineering org with clear practice leads, real code review, and real on-call coverage.
Signal
11d → 3.2d
Resolution
Signal
92%
Auto-decision
Signal
100%
Audit trail
Signal
−71%
Cycle time
Vertical AI, not just LLMs
We build agents that actually move numbers — wired into your systems, your data, your workflows.
Ship in weeks, not quarters
Small senior squads, tight feedback loops, code-merge every day, demo every week.
Industrial-grade rigor
From PLCs to SOC2 — production safety, observability, and resilience baked in.
One team across four worlds
Web, mobile, AI, and industrial under one roof — no vendor ping-pong.
FAQs
The questions we hear most.
If yours isn't here — ping us and we'll reply with specifics on your stack.
01How long does the workflow survive?
Hours to weeks — Temporal-backed, resumable after restarts with idempotency keys.
02Human approval gates?
Yes — for any risky action (write to CRM, send emails, file tickets). We don't ship slippery agents.
03Replay + observability?
Step-level replays with the exact model output captured. OpenTelemetry tracing throughout.
04What about cost spikes?
Per-workflow budgets, model fallback (small models for cheap paths), kill switch on regressions.
Related services
Other practices inside Agentic AI Solutions.
Free consultation
Ready to ship autonomous workflow agents?
Tell us the problem — proposal in under 48 hours. NDA-friendly by default, senior-led, and we typically walk you through a proof-of-concept before the engagement closes.
Reply in 24hNDA-friendlySenior-ledProduction on-call