Unit-fill rate
Forecast-accuracy uplift
Infra cost cut via BTP autoscaling
Critical rollbacks in last 10 go-lives
Outcome: Smoother flows, leaner inventory, auditors out before lunch.
Proof: CPG client lifted forecast accuracy 15 %; unit-fill 97 %.
See AI & ML SolutionsProof: 3PL cut picking time 25 %, shipping errors 40 %.
Explore Product Engineering Studio
Proof: Multi-plant client saw unplanned downtime drop 12 %; ROI 9 m.
See Dedicated SquadsProof: Manufacturing SaaS launched multi-tenant code-analysis tool on schedule.
Modernise SAP Systems
Edge PLC
MQTT
SAP BTP Event Mesh
Kafka
Snowflake
SAC dashboards
CAP microservices orchestrate production orders; EWM Fiori handles RF; IBP ML retrains nightly; SteadCAST surfaces lead-indicators.
Squad Lead spends 3-5 days on the line, mapping real material flow.
Tasks appear in Jira, KPIs render in SAC.
ABAPers, BTP devs, ML engineers join in < 48 h.
SBOM, SAST/DAST and ISO 9001 docs baked into pipeline.
Attrition never touches sprint velocity.
Outcome: Forecast swings absorbed, plants run lean, audits breeze by.
Industrial MVP Sprint 12 weeks; BTP event mesh + SAC dashboard live.
Core Squad Lite 3 engineers, 3-month term for pilot plants.
Peak Surge Pack Flex ML & DevOps during seasonal spikes.
Core + Flex Subscription 6-month retainer; elastic hours.
All models carry Shift-Left KPI gates & Buffer coverage.
ECC 6, S/4HANA, BTP, EWM, TM, IBP, DMC; ISO 9001, GS1/EPCIS, ISA-95.
Device certs, mutual TLS, TPM provisioning, OTA-signed firmware, SBOM for binaries.
Yes—OPC-UA gateways, REST façades, or CAP extensions; blue-green cut-over keeps lines running.
PoC in 1 week; full squads in 10–14 business days post-contract.